Use of Intelligent Agents in the Learning Process Management Tasks

被引:0
|
作者
Kotova, E. E. [1 ]
机构
[1] St Petersburg Electrotech Univ LETI, Dept Automat & Control Proc, St Petersburg, Russia
关键词
learning process; dynamic approach; analytical methods; Intelligent agents; management model; didactic resources; learning content; DYNAMIC-SYSTEMS MODEL; DEVELOPMENTAL MECHANISMS; VYGOTSKY; PIAGET;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Advances in modeling and knowledge representation, data mining, semantic Internet, analytical methods and open data are the basis for new models of knowledge analysis. The growth of information and data exceeds the ability of organizations to analyze them. This problem is particularly expressed in terms of knowledge and learning processes. Analytical methods can be successfully applied in studying trends and planning changes at the level of training courses, programs, innovative scientific directions of training specialists. Intelligent agents are used to analyze student's data and contexts in order to understand and optimize the learning environment and didactic resources.
引用
收藏
页码:180 / 183
页数:4
相关论文
共 50 条
  • [41] ADAPTIVE LEARNING ENVIRONMENT BASED ON INTELLIGENT AGENTS
    Palma Orozco, Rosaura
    Ruiz Ledesma, Elena F.
    Rosas Trigueros, Jorge Luis
    INTED2017: 11TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE, 2017, : 9576 - 9580
  • [42] Intelligent CMDS Medical Agents with Learning Capacity
    Iantovics, Barna
    Marusteri, Marius
    Kountehev, Roumen
    Zamfireseu, Constantin-Bala
    Crainieu, Bogdan
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON VIRTUAL LEARNING, ICVL 2010, 2010, : 325 - 331
  • [43] Intelligent collaborating agents to support teaching and learning
    Zhang, Xuesong
    Soh, Leen-Kiat
    Liu, Xuli
    Jiang, Hong
    2005 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT 2005), 2005, : 548 - 553
  • [44] A collaborative learning environment based on intelligent agents
    Ayala, G
    Yano, Y
    EXPERT SYSTEMS WITH APPLICATIONS, 1998, 14 (1-2) : 129 - 137
  • [45] Learning Embeddings for Sequential Tasks Using Population of Agents
    Mahajan, Mridul
    Tzannetos, Georgios
    Radanovic, Goran
    Singla, Adish
    PROCEEDINGS OF THE THIRTY-THIRD INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2024, 2024, : 4733 - 4741
  • [46] Guest Editorial: Intelligent Agents for Telecommunications Management
    Thomas Magedanz
    Journal of Network and Systems Management, 2000, 8 (3) : 317 - 319
  • [47] The role of intelligent agents in customer knowledge management
    Tang, Sai Hong
    Homayouni, Seyed Mahdi
    Alaei, Hamed
    AFRICAN JOURNAL OF BUSINESS MANAGEMENT, 2011, 5 (16): : 7042 - 7049
  • [48] Matchmaking to support intelligent agents for portfolio management
    Paolucci, M
    Niu, ZD
    Sycara, K
    Domashnev, C
    Owens, S
    Van Velsen, M
    SEVENTEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-2001) / TWELFTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE (IAAI-2000), 2000, : 1125 - 1126
  • [49] Intelligent agents for the management of complexity in multimodal biometrics
    F. Deravi
    M.C. Fairhurst
    R.M. Guest
    N.J. Mavity
    A.M.D. Canuto
    Universal Access in the Information Society, 2003, 2 (4) : 293 - 304
  • [50] Emotionally Intelligent Agents for Human Resource Management
    Khosla, R.
    Chu, M-T
    Tohi, K.
    Yamada, K. G.
    Kuneida, K.
    Oga, S.
    2009 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCES ON WEB INTELLIGENCE (WI) AND INTELLIGENT AGENT TECHNOLOGIES (IAT), VOL 3, 2009, : 349 - +